flexs.baselines.models.global_epistasis_model¶

Define a global epistasis model.

class flexs.baselines.models.global_epistasis_model.GlobalEpistasisModel(seq_len, hidden_size, alphabet, loss='MSE', name=None, batch_size=256, epochs=20)[source]¶

Bases: flexs.baselines.models.keras_model.KerasModel

Global epistasis model.

Weighted sum of input features follow by several dense layers. A simple, but relatively uneffective nonlinear model.